{"id":"https://openalex.org/W4396941266","doi":"https://doi.org/10.1109/tcad.2024.3401544","title":"Domino-Pro-Max: Toward Efficient Network Simplification and Reparameterization for Embedded Hardware Systems","display_name":"Domino-Pro-Max: Toward Efficient Network Simplification and Reparameterization for Embedded Hardware Systems","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4396941266","doi":"https://doi.org/10.1109/tcad.2024.3401544"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2024.3401544","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tcad.2024.3401544","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060833244","display_name":"Xiangzhong Luo","orcid":"https://orcid.org/0000-0002-0758-2248"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Xiangzhong Luo","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060042554","display_name":"Di Liu","orcid":"https://orcid.org/0000-0002-4365-2768"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Di Liu","raw_affiliation_strings":["Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067594005","display_name":"Hao Kong","orcid":"https://orcid.org/0000-0002-1378-0056"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hao Kong","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086240263","display_name":"Shuo Huai","orcid":"https://orcid.org/0000-0002-4744-304X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuo Huai","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109695042","display_name":"Guochu Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guochu Xiong","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038598144","display_name":"Weichen Liu","orcid":"https://orcid.org/0000-0001-9348-4662"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weichen Liu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060833244"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.3475,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62747155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"43","issue":"12","first_page":"4532","last_page":"4545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9527000188827515,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domino","display_name":"Domino","score":0.798923909664154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5838319063186646},{"id":"https://openalex.org/keywords/domino-effect","display_name":"Domino effect","score":0.5120039582252502},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.398159384727478},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0652572512626648}],"concepts":[{"id":"https://openalex.org/C2776416436","wikidata":"https://www.wikidata.org/wiki/Q3751781","display_name":"Domino","level":3,"score":0.798923909664154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5838319063186646},{"id":"https://openalex.org/C155223936","wikidata":"https://www.wikidata.org/wiki/Q682875","display_name":"Domino effect","level":2,"score":0.5120039582252502},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.398159384727478},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0652572512626648},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2024.3401544","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tcad.2024.3401544","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5329702239","display_name":null,"funder_award_id":"M4082282/04INS000515C130","funder_id":"https://openalex.org/F4320320766","funder_display_name":"Nanyang Technological University"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"},{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2620998106","https://openalex.org/W2808938483","https://openalex.org/W2886851211","https://openalex.org/W2949736877","https://openalex.org/W2963163009","https://openalex.org/W2963398264","https://openalex.org/W2982479999","https://openalex.org/W2984618279","https://openalex.org/W3007122219","https://openalex.org/W3034368386","https://openalex.org/W3034408420","https://openalex.org/W3034513523","https://openalex.org/W3035377608","https://openalex.org/W3035715446","https://openalex.org/W3090718329","https://openalex.org/W3091611536","https://openalex.org/W3167976421","https://openalex.org/W3171038842","https://openalex.org/W3185010627","https://openalex.org/W3210705689","https://openalex.org/W3211127556","https://openalex.org/W4200001938","https://openalex.org/W4214517123","https://openalex.org/W4214951654","https://openalex.org/W4285146129","https://openalex.org/W4289305285","https://openalex.org/W4293193356","https://openalex.org/W4296473289","https://openalex.org/W4312900176","https://openalex.org/W4393145488","https://openalex.org/W6677580257","https://openalex.org/W6726497184","https://openalex.org/W6729448088","https://openalex.org/W6730091202","https://openalex.org/W6736057607","https://openalex.org/W6752515464","https://openalex.org/W6760001035","https://openalex.org/W6766978945","https://openalex.org/W6767064347","https://openalex.org/W6773650956","https://openalex.org/W6774743274","https://openalex.org/W6792098723","https://openalex.org/W6810177077","https://openalex.org/W6810649501","https://openalex.org/W6838980425"],"related_works":["https://openalex.org/W3180090903","https://openalex.org/W4387844122","https://openalex.org/W2383431396","https://openalex.org/W2984306696","https://openalex.org/W2745797843","https://openalex.org/W3209158787","https://openalex.org/W2990336147","https://openalex.org/W4320006734","https://openalex.org/W2060027500","https://openalex.org/W2358947763"],"abstract_inverted_index":{"The":[0],"prohibitive":[1],"complexity":[2],"of":[3,81,151],"convolutional":[4,140],"neural":[5],"networks":[6,141],"(CNNs)":[7],"has":[8],"triggered":[9],"an":[10],"increasing":[11],"demand":[12],"for":[13],"network":[14,33,39,60],"simplification.":[15],"To":[16,47],"this":[17,53],"end,":[18],"one":[19],"natural":[20],"solution":[21],"is":[22],"to":[23,30,67,104],"remove":[24],"the":[25,36,70,106,114,149],"redundant":[26],"channels":[27],"or":[28],"layers":[29],"explore":[31],"simplified":[32,38],"structures.":[34],"However,":[35],"resulting":[37],"structures":[40],"often":[41],"suffer":[42],"from":[43,77,93],"suboptimal":[44],"accuracy-efficiency":[45],"tradeoffs.":[46],"overcome":[48],"such":[49],"limitations,":[50],"we,":[51],"in":[52],"work,":[54],"introduce":[55,96],"a":[56,78],"simple":[57],"yet":[58],"effective":[59],"simplification":[61],"approach,":[62],"namely":[63,100],"Domino,":[64],"which":[65,146],"aims":[66],"comprehensively":[68],"revisit":[69],"tradeoff":[71],"dilemma":[72],"between":[73],"accuracy":[74,108],"and":[75,83,95,102,134,136,144,153],"efficiency":[76,116],"new":[79],"perspective":[80],"linearity":[82,86],"nonlinearity":[84],"through":[85],"grafting.":[87],"Furthermore,":[88],"we":[89],"also":[90],"draw":[91],"insights":[92],"Domino":[94,152],"two":[97,125,137,155],"enhanced":[98,156],"variants,":[99],"Domino-Pro":[101],"Domino-Pro-Max,":[103],"improve":[105],"attainable":[107],"on":[109,117,124],"target":[110,118],"task":[111],"without":[112],"degrading":[113],"runtime":[115],"hardware.":[119],"Extensive":[120],"experiments":[121],"are":[122],"conducted":[123],"popular":[126],"Nvidia":[127],"Jetson":[128],"embedded":[129],"hardware":[130],"systems":[131],"(i.e.,":[132,142],"Xavier":[133],"Nano)":[135],"representative":[138],"deep":[139],"MobileNetV2":[143],"ResNet50),":[145],"clearly":[147],"demonstrate":[148],"superiority":[150],"its":[154],"variants":[157],"over":[158],"previous":[159],"state-of-the-art":[160],"methods.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-05-16T00:00:00"}